Review Comment:
GENERAL REMARKS
This article deals with the use of network science for the exploitation
of knowledge graphs (KGs) with an application on KGs about epistolary
relations (in a digital humanity framework).
It is correctly written and is quite easy to read (however, see below
for remarks on details).
Now, the impact of this work is either rather limited or poorly defended.
It gives some views on the data, but I have not been fully convinced by
the usefulness of them for an end-user (e.g. a history). I have well
noticed that it is claimed (line 27 of page 12) that the goal of this
paper was not to present the analyses on those KGs, but at least
one /convincing/ example should have been given that points out a
particular phenomenon on the data that the experts were not aware of
before (or, another way to make the reader understand better the impact of
your work).
The URL https://zenodo.org/record/6631385#.Y8ql-K2ZOUl associated with
this publication gives information to access the data in an appropriate
way (it contains a README.md file). It is published on Zenodo so
is an appropriate long-term repository.
PAGE BY PAGE REMARKS
p. 2
Just above table 1, lines 12-14, the end of the sentence
"Furthermore, ..." is hard to read:
"... the Semantic Web methodology [12] the practical LD
publishing principles including SPARQL endpoints."
(a grammar error?)
p. 3
Line 15, "early Early Modern": is it written this way willingly?
You might want to mention the research on the use of Semantic Web
in the Henri Poincaré correspondence. For instance:
http://semantic-web-journal.net/content/applying-and-developing-semantic...
(Or more recent work of some of the authors.)
p. 4
Line 31
"by reasoning new triples" is odd. Maybe use
"by inferring new triples".
p. 5
Lines 10 and 11
"The sent letters by each actor are announced using the
property :created."
Ambiguous (to me): if (x :created y) is a triple, is x a person and
y a letter or x a letter and y a person? (Is is "created by" or
"has created").
Line 32
Adding parentheses around
"Findable, Accessible, Interoperable, and Re-usable data"
would make the sentence easier to read
p. 7
Lines 25 and 26
"It turned out that contemporary and historical epistolary
communication networks resemblance each other strikingly even
if the media were quite different."
This sentence seems to have a grammar problem (missing verb).
p. 8 (and 9, etc.)
The order of the call to figures is odd. For instance,
figures 2 and 3 are referenced in the text after figure 4,
which affects the readability of the article.
p. 9
Line 26: ". [16]" --> " [16]."
Line 29: "network distance". Could you explain what distance
function is used? Is it simply the length of the shortest
path from one node to another? Or does it take into account
the valuation on the edges? Or something else?
Line 43: "Due the to performance" --> "Due to the performance"
Line 48: "Figure. 3" --> "Figure 3"
p. 10
Figure 6: could you give an accurate definition of the meaning
of the values on the vertical axis?
p. 11
Line 50
You mention the "Granovetter effect". Could you recall briefly
(e.g. as a footnote) what it is? Sorry I did not know that before
(I'm not a specialist in network analysis and I assume that
many readers are not either) and I have to search this elsewhere
(I know that it is related to reference [6], but for a self-contained
paper, this is not enough).
Line 51 and lines 1 and 2 of page 12
"We found, however, difficulties in drawing conclusions from global
network analyses, particularly given that some individuals are
overrepresented in historical datasets."
Would there be a way to overcome these difficulties?
I suggest that this important issue shall be discussed in Section 5,
with some lines of research...
p. 12
The video is nice: having the link before page 12 would have been
helpful to quickly understand the paper (I have not learnt from
the video more information than from the paper, but viewing it
would have quickened my understanding).
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